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Conjoint experiments enjoy increasing popularity in political and social science, but there is a paucity of research on respondents' underlying decision-making processes. We leverage eye-tracking methodology and a conjoint experiment, administered to a subject pool consisting of university students and local community members, to examine how respondents process information when completing conjoint surveys. Our study has two main findings. First, we find a positive correlation between attribute importance measures inferred from the stated choice data and attribute importance measures based on eye movement. This validation test supports the interpretation of common conjoint metrics, such as Average Marginal Component Effects and marginal R^2 values, as valid measures of attribute importance. Second, when we experimentally increase the number of attributes and profiles in the conjoint table, respondents on average view a larger absolute number of cells but a smaller fraction of the total cells displayed, and the patterns in which they search between cells change conditionally. At the same time, however, their stated choices remain remarkably stable. This overall pattern speaks to the robustness of conjoint experiments and is consistent with a bounded rationality mechanism. Respondents can adapt to complexity by selectively incorporating relevant new information to focus on the important attributes, while ignoring less relevant information to reduce the cognitive processing costs. Together, our results have implications for both the design and interpretation of conjoint experiments.

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Working Papers
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Libby Jenke
Kirk Bansak
Dominik Hangartner
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We provide an equilibrium analysis of the efficiency properties of simultaneous bilateral tariff negotiations in a three-country model of international trade. We consider the setting in which discriminatory tariffs are allowed, and we utilize the “Nash-in-Nash” solution concept of Horn and Wolinsky (1988). We allow for a general family of political-economic country welfare functions and assess efficiency relative to these welfare functions. We establish a sense in which the resulting tariffs are inefficient and too low, so that excessive liberalization occurs from the perspective of the three countries.

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Journal of International Economics
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Kyle Bagwell
Robert W. Staiger
Ali Yurukoglu
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In recent years, some prominent scholars have been making a surprising claim: examining literary texts for hidden depths is overblown, misguided, or indeed downright dangerous. Such examination, they've warned us, may lead to the loss of world Heidegger warned of (Gumbrecht), to the world-denying metaphysics Nietzsche warned of (Nehamas), or to the suspicious form of hermeneutics Ricoeur warned of (Best, Marcus, Moi). This paper seeks to suggest that, though the concerns are understandable, there's ultimately nothing to worry about. The fact that Nietzsche himself happily used metaphors of surface and depth suggests that they are not, in fact, metaphysically fraught. The fact that it's possible to appreciate surfaces at the same time as depths means that there's no real danger of losing the world. And as for depth-talk turning us into suspicious hermeneuts, that would happen only if we made two fallacious assumptions: first, that all depths are meanings; second, that all hidden features are in a text by accident. But since plenty of authors hide things deliberately, and since what's hidden often has nothing to do with propositional content, both assumptions are profoundly mistaken. Meanwhile, the surface/depth metaphor is the only thing that adequately captures the phenomenology of reading, especially when it comes to misdirection-based, hermetic, enigmatic, ironic, or satirical texts, where special activity on our part prompts a sudden leap to a radically different mode of understanding. And unlike its rivals, the surface/depth metaphor reflects a real asymmetry: depths explain surfaces, but not vice versa; surfaces are available without depths, but not the other way around. We need the metaphor, and we need to stay open to hidden depths as we read. As long as we don't come in with terrible assumptions, nothing bad will happen to us, and plenty of good things will. It's perfectly safe to go back in the water.

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New Literary History
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Joshua Landy
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What explains the sharp divide in European public attitudes toward Grexit? We explore this question using original surveys from four of the largest European economies. We contend that differences in economic self-interest, and the often-mentioned chasm between supporters of mainstream and extremist parties, provide little insight into the public divide over Grexit. Instead, we show that the key factor is the split between the left and the right. We then develop and test a set of theoretical explanations for the prominence of this cleavage. We find that the left-right divide over Grexit is not driven by differences in attitudes on redistribution, levels of empathy, or general European Union support. Instead, left and right voters seem to have different expectations about how a default and exit of a currency-union member would affect the European economy. These expectations likely reflect differences in core beliefs about the consequences of a free-market approach.

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The Journal of Politics
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Kirk Bansak
Michael M. Bechtel
Yotam Margalit
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This chapter examines the World Trade Organization (WTO), its history and its relevancy today to our understanding of trade agreements. It examines the central norms of the system and compares trade liberalisation under the multilateral WTO with the more exclusive regional and/or preferential trade agreements. The chapter first addresses the political consequences of General Agreement on Tariffs and Trade/WTO membership, focusing both on the rules and norms of the regime and on the explanation for why they have become less functional over time. It then looks at its legislative success and compares that with agreements that have existed simultaneously, but have limited membership. The chapter also looks at the effectiveness of the WTO as a forum for dispute settlement. It further presents some general thoughts on the impact of a rise in populism and other stumbling blocks the WTO faces.

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Judy Goldstein
Elisabeth van Lieshout
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  • The first volume that brings together the work of scholars pioneering digital approaches to the Republic of Letters
  • Innovative applications of social network analysis and digital methods to provide new perspectives on the Republic of Letters
  • Exciting new perspectives on the European networks that made up the Republic of Letters
  • A volume that elegantly combines traditional humanistic inquiry with innovative digital methods, to offer fresh perspectives on some of the most important issues in eighteenth-century studies
  • This volume provides exemplary models of how social network analysis (SNA) can be adapted for historical research
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Oxford University Press
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edited by Chloe Edmondson
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This review evaluates the use of spatial models for the analysis of policymaking. First, we examine spatial theory and its applications in a variety ofinstitutional settings. We discuss how the preferences of the actors involvedin political processes, the steps in those processes, and the locations of thereversion policies affect the policies that emerge from the processes. To illustrate this and analyze how the rights of political actors determine the extentof policy reform and the occurrence of gridlock, we use a spatial model ofEuropean Union (EU) policy making. We apply the model to major EU reforms in two resource policy areas: the Common Agricultural Policy reformsof the past two decades and the recent reforms of the Emissions TradingSystem.

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Annual Review of Resource Economics
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Nathan Chael
Christophe Crombez
Pieterjan Vangerven
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A growing number of countries have established programs to attract immigrants who can contribute to their economy. Research suggests that an immigrant's initial arrival location plays a key role in shaping their economic success. Yet immigrants currently lack access to personalized information that would help them identify optimal destinations. Instead, they often rely on availability heuristics, which can lead to the selection of sub-optimal landing locations, lower earnings, elevated outmigration rates, and concentration in the most well-known locations. To address this issue and counteract the effects of cognitive biases and limited information, we propose a data-driven decision helper that draws on behavioral insights, administrative data, and machine learning methods to inform immigrants' location decisions. The decision helper provides personalized location recommendations that reflect immigrants' preferences as well as data-driven predictions of the locations where they maximize their expected earnings given their profile. We illustrate the potential impact of our approach using backtests conducted with administrative data that links landing data of recent economic immigrants from Canada's Express Entry system with their earnings retrieved from tax records. Simulations across various scenarios suggest that providing location recommendations to incoming economic immigrants can increase their initial earnings and lead to a mild shift away from the most populous landing destinations. Our approach can be implemented within existing institutional structures at minimal cost, and offers governments an opportunity to harness their administrative data to improve outcomes for economic immigrants.

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Immigration Policy Lab (IPL) Working Paper Series
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Jeremy Ferwerda
Nicholas Adams-Cohen
Jennifer Fei
Duncan Lawrence
Jeremy M. Weinstein
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20-06
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This event is being live-streamed on Zoom. Registration is required: https://stanford.zoom.us/webinar/register/WN_PTnI4nwGRLCERCHdP-cogw

On August 9, 2020, Belarus held a presidential election, which Alexander Lukashenko — Belarus' president of 26 years — claimed to have won with 80 percent of the vote. Exit polling, however, demonstrated that the opposition leader, Svetlana Tikhanovskaya, actually garnered wide popular support. Since the election, Belarusians have taken to the streets to demand a new election and/or that Lukashenko step down. But the regime appears intent on remaining in power and has used force against peaceful protesters. Workers in key factories have since gone on strike, and widespread protests continue. 

Join us for a special zoom seminar on Wednesday, August 19 from 11:30 a.m. to 12:45 p.m. PDT with Michael A. McFaul, Director of the Freeman Spogli Institute and former US Ambassador to Russia; Anna Grzymala-Busse, senior fellow at the Freeman Spogli Institute for International Studies and the director of The Europe Center; and Francis Fukuyama, Senior Fellow and Mosbacher Director of the Center on Democracy, Development and the Rule of Law and Director of the Ford Dorsey Master's in International Policy Program at FSI in a session on the events in Belarus that will be moderated by Kathryn Stoner, Senior Fellow and Deputy Director of the Freeman Spogli Institute.

Panel Discussions
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Jody Berger
Daphne Keller
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Daphne Keller leads the newly launched Program on Platform Regulation a program designed to offer lawmakers, academics, and civil society groups ground-breaking analysis and research to support wise governance of Internet platforms.

Q: Facebook, YouTube and Twitter rely on algorithms and artificial intelligence to provide services for their users. Could AI also help in protecting free speech and policing hate speech and disinformation?   

DK: Platforms increasingly rely on artificial intelligence and other algorithmic means to automate the process of assessing – and sometimes deleting – online speech. But tools like AI can’t really “understand” what we are saying, and automated tools for content moderation make mistakes all the time. We should worry about platforms’ reliance on automation, and worry even more about legal proposals that would make such automated filters mandatory. Constitutional and human rights law give us a legal framework to push back on such proposals, and to craft smarter rules about the use of AI. I wrote about these issues in this New York Times op ed and in some very wonky academic analysis in the Journal of European and International IP Law.

Q: Can you explain the potential impacts on citizens’ rights when the platforms have global reach but governments do not?

DK: On one hand, people worry about platforms displacing the legitimate power of democratic governments. On the other hand, platforms can actually expand state power in troubling ways. One way they do that is by enforcing a particular country’s speech rules everywhere else in the world. Historically that meant a net export of U.S. speech law and values, as American companies applied those rules to their global platforms. More recently, we’ve seen that trend reversed, with things like European and Indian courts requiring Facebook to take user posts down globally – even if the users’ speech would be legally protected in other countries. Governments can also use soft power, or economic leverage based on their control of access to lucrative markets, to convince platforms to “voluntarily” globally enforce that country’s preferred speech rules. That’s particularly troubling, since the state influence may be invisible to any given users whose rights are affected.   

There is such a pressing need for thoughtful work on the laws that govern Internet platforms right now, and this is the place to do it... We have access to the people who are making these decisions and who have the greatest expertise in the operational realities of the tech platforms.
Daphne Keller
Director of Program on Platform Regulation, Cyber Policy Center Lecturer, Stanford Law School

Q: Are there other ways that platforms can expand state power? 

DK: Yes, platforms can let states bypass democratic accountability and constitutional limits by using private platforms as proxies for their own agenda. States that want to engage in surveillance or censorship are constrained by the U.S. Constitution, and by human rights laws around the world. But platforms aren’t. If you’re a state and you want to do something that would violate the law if you did it yourself, it’s awfully tempting to coerce or persuade a platform to do it for you. This issue of platforms being proxies for other actors isn’t limited to governments – anyone with leverage over a platform, including business partners, can potentially play a hidden role like this.

I wrote about this complicated nexus of state and private power in Who Do You Sue? for the Hoover Institution.    

Q: What inspired you to create the Program on Platform Regulation at the Cyber Policy Center right now?

DK: There is such a pressing need for thoughtful work on the laws that govern Internet platforms right now, and this is the place to do it. At the Cyber Policy Center, there’s an amazing group of experts, like Marietje Schaake, Eileen Donahoe, Alex Stamos and Nate Persily, who are working on overlapping issues. We can address different aspects of the same issues and build on each other’s work to do much more together than we could individually.

The program really benefits from being at Stanford and in Silicon Valley because we have access to the people who are making these decisions and who have the greatest expertise in the operational realities of the tech platforms. 

The Cyber Policy Center is part of the Freeman Spogli Institute for International Studies at Stanford University.

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Subtitle

Keller explains some of the issues currently surrounding platform regulation

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